This could be caused by a number of things...
The most probable cause that I can think of is limited server resources.
Can you please set WP_DEBUG to true in your wp-config.php file and test this again?
If you get any errors on that settings screen in the plugin then please paste these error messages here so that we may figure out what goes on.

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